agent-framework

Python: Flatten hyperlight execute_code output (#5333 )

* small fix for hyperlight

* improved sandbox dependency

Eduard van Valkenburg · 2026-04-20 08:29:40 +00:00

69894eded8

Python: Add Hyperlight CodeAct package and docs (#5185 )

* initial work on code_mode

* updated samples

* updates to codeact

* udpated codeact

* Draft CodeAct ADR and sample updates

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* initial implementation and adr and feature

* Python: Limit Hyperlight wasm backend to Python <3.14

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Fix CI for Hyperlight CodeAct PR

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Run Hyperlight integration when available

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Address Hyperlight review feedback

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Simplify Hyperlight file mount inputs

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Accept Path host paths in Hyperlight mounts

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: Fix Hyperlight mount typing for CI

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* temp run integration test

* Python: Strengthen Hyperlight real sandbox tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* added additional tests

* Python: Simplify Hyperlight CodeAct API

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* set tests as non-integration

* Retry Hyperlight allowed-domain registration

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Gate Hyperlight integration tests by runtime support

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix Hyperlight skip test on Python 3.14

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Delay Hyperlight runtime probe until test execution

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Relax Hyperlight Windows integration stdout assertion

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Scan Hyperlight output directory for artifacts

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Retry Hyperlight output artifact collection

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Harden Hyperlight integration output assertions

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Retry Hyperlight read-back check in integration test

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Simplify Hyperlight integration write assertion

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Avoid pathlib in Hyperlight integration sandbox

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Use socket network check in Hyperlight sandbox

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Replace blocked Azure AI Search blog link

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Clarify Hyperlight guest stdlib limits

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Use _socket in Hyperlight integration sandbox

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Handle Hyperlight mounted file paths

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Broaden Hyperlight sandbox path fallbacks

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Search Hyperlight guest mounts recursively

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Split Hyperlight mount coverage

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* Split Hyperlight live network tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix Hyperlight file-write test on Windows

Enable the sandbox filesystem by providing a workspace_root so
/output is mounted. Remove os.path.exists assertion (unsupported
in WASM guest) and fix Content data assertion to use .uri.
Skip the network integration test on Windows where the WASM
sandbox lacks the encodings.idna codec.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address PR review: ADR intro, manual wiring sample, doc clarifications

- Add CodeAct introduction section to ADR for unfamiliar readers
- Clarify 'less runtime efficient' con with specific overhead description
- Add note in Python impl doc clarifying ADR vs impl doc split
- Explain why before_run hooks must be per-run (CRUD, concurrency, approval)
- Rename code_interpreter variable to codeact in E2E sample
- Add manual static wiring sample (codeact_manual_wiring.py)
- Add 'when to use which pattern' guidance to samples README

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address PR #5185 review comments and add .NET CodeAct design doc

- Fix async callback: _make_sandbox_callback returns sync wrapper with
  thread + asyncio.run() bridge (was broken with real Wasm FFI)
- Fix stale output: clear output_dir before each sandbox.run() call
- Fix blocking event loop: _run_code now async with asyncio.to_thread()
- Revert _agents.py options['tools'] injection (unnecessary; provider
  uses context.extend_tools())
- Revert SessionContext.options docstring back to read-only
- Add real-sandbox test fixtures (shared/restored/fresh)
- Add 8 new real-sandbox tests for callback round-trip, stale output,
  event loop non-blocking, basic execution, stdout/stderr, errors,
  snapshot/restore, and tool registration
- Add comprehensive .NET HyperlightCodeActProvider design document

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Update hyperlight README with code snippets and remove Public API section

Replace bare export list with Quick Start code examples covering the
context provider, standalone tool, manual static wiring, and file
mounts / network access patterns.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-04-17 00:49:44 +00:00

b03cb324d5

Python: Bump agent-framework-devui to 1.0.0b260414 for release (#5259 )

Update devui version and changelog for the streaming memory fix release.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Giles Odigwe · 2026-04-15 18:22:15 +00:00

68b93641b6

Python: Add GeminiChatClient (#4847 )

* Add agent-framework-gemini package

* Add AGENTS.md documentation

* Add LICENSE file

* Add README.md for agent-framework-gemini package

* Add Google Gemini API keys to .env.example

* Add Google Gemini chat client implementation

* Add tests for GeminiChatClient

* Add Google Gemini agent examples

* Fix client inheritence order

* Update Gemini agent examples

* Update documentation

* Update AGENTS.md

* Add tests for JSON string handling in GeminiChatClient

* Add final response assembly test in GeminiChatClient

* Add tests for handling empty candidates in GeminiChatClient

* Improve Pydantic response handling in GeminiChatClient

* Add tests for function result resolution and callable tool normalization

* Add test for function result resolution when call_id is generated

* Refactor GeminiChatClient to correct inheritance order

Also updates constructor parameter order for environment file handling

* Enhance documentation and clarify Gemini-specific fields

* Update ThinkingConfig with new attributes and type

* Add tests for GoogleSearch and GoogleMaps configs

* Suppress valid-type mypy error on GeminiChatOptionsT

* Move service_url method near overrides

* Order _prepare_config kwargs by base then Gemini-specific

* Use FunctionCallingConfigMode for clarity and type safety

* Fix code_execution doc

* Add agent-framework-gemini to project dependencies

* Remove package from core dependencies

Initial release will be done without agent-framework-gemini in
core[all].

* Move integration tests into one file

* Remove __init__.py file from gemini tests directory

* Introduce RawGeminiChatClient as lightweight chat client

Updated GeminiChatClient to inherit from RawGeminiChatClient, maintaining full functionality with added features.

* Updated variable names from `model_id` to `model`

Across the codebase, including environment variables and client initialization. Adjusted related tests and sample scripts to reflect this change, ensuring consistency in the usage of the Gemini model identifier.

* Update AGENTS.md

* Update Gemini package to alpha status

* Fix docstrings in Gemini tests

* Change 'model_id' to 'model' in response handling

* Fix model property change in response handling

* Add built-in tool factory methods to Gemini client

Replaces boolean tool options (code_execution, google_search_grounding,
google_maps_grounding) with static factory methods that return types.Tool
objects: get_code_interpreter_tool, get_web_search_tool, get_mcp_tool,
get_file_search_tool, and get_maps_grounding_tool.

Simplifies _prepare_tools to a single translation boundary between
FunctionTool (framework) and FunctionDeclaration (Gemini API), with
types.Tool objects passed through unchanged.

* Surface code execution parts

_parse_parts now maps executable_code and code_execution_result
parts to text Content objects so callers can see the code run
and its output. Unknown part types log at debug level rather than
being silently dropped.

* Update Gemini client documentation

* Unify Gemini model name

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Update Agent Framework core version

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Add Python 3.14 in classifiers

* Replace kwargs with parameters in tool factories

* Refactor chat options handling in Gemini client

* Add tests for handling unknown and consumed keys

* Update Gemini documentation

Now reflects new options and built-in tool factory methods

* Change build system to flit

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

* Fix build system in pyproject.toml

* Fix type checking for generate_content_stream

---------

Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>

Björn Holtvogt · 2026-04-14 10:18:26 +00:00

485af07b8c

Python: Bump Python version to 1.0.1 for a release (#5196 )

* Bump Python version to 1.1.0 for a release

* Fix changelog

* 1.0.1 instead of 1.1.0

* Update CHANGELOG.md

* update version and changelog

* Bump lower bounds

Evan Mattson · 2026-04-10 12:23:21 +09:00

4a36f10888

Python: Migrate GitHub Copilot package to SDK 0.2.x (#5107 )

* Python: Migrate GitHub Copilot package to SDK 0.2.x

Replace all imports from the non-existent copilot.types module with
correct SDK 0.2.x module paths (copilot.session, copilot.client,
copilot.tools, copilot.generated.session_events). Fix PermissionRequest
attribute access from dict-style .get() to dataclass attribute access.
Add OTel telemetry support to Copilot samples via configure_otel_providers
and document new telemetry environment variables in samples README.

* Python: Fix remaining copilot.types import in sample validation script

* Python: Include model in default_options for telemetry span attributes

* Python: Address review feedback on log_level and session kwargs typing

* Python: Scope PR to SDK 0.2.x migration only, remove net-new OTel features

- Remove RawGitHubCopilotAgent split and AgentTelemetryLayer inheritance
- Remove TelemetryConfig plumbing and OTLP/file telemetry settings
- Remove configure_otel_providers() calls from samples
- Remove telemetry env var rows from samples README
- Retain only: import path fixes, PermissionRequest attribute access fix,
  log_level default fix, session kwargs typed fix, dependency pin

* Python: Update tests for SDK 0.2.x API changes

- SubprocessConfig replaces CopilotClientOptions dict
- create_session and resume_session now use keyword args
- send and send_and_wait take plain string prompt instead of MessageOptions
- on_permission_request is always required; deny-all fallback replaces omission

* Python: Pin github-copilot-sdk to >=0.2.0,<=0.2.0

Tighten the upper bound from <0.3.0 to <=0.2.0 to avoid pulling in 0.2.1+
which has breaking API changes relative to 0.2.0. The lower bound stays at
>=0.2.0 since this migration requires the 0.2.x import paths; 0.1.x would
fail at import time.

* Python: Pin github-copilot-sdk to >=0.2.1,<=0.2.1

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Dineshsuriya D · 2026-04-10 01:07:14 +00:00

d4036c5aef

Bump mcp[ws] from 1.26.0 to 1.27.0 in /python (#5119 )

Bumps [mcp[ws]](https://github.com/modelcontextprotocol/python-sdk) from 1.26.0 to 1.27.0.
- [Release notes](https://github.com/modelcontextprotocol/python-sdk/releases)
- [Changelog](https://github.com/modelcontextprotocol/python-sdk/blob/main/RELEASE.md)
- [Commits](https://github.com/modelcontextprotocol/python-sdk/compare/v1.26.0...v1.27.0)

---
updated-dependencies:
- dependency-name: mcp[ws]
  dependency-version: 1.27.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot[bot] · 2026-04-10 00:13:40 +00:00

a172313ec3

Bump cryptography from 46.0.6 to 46.0.7 in /python (#5176 )

Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.6 to 46.0.7.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/46.0.6...46.0.7)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-version: 46.0.7
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

dependabot[bot] · 2026-04-10 00:13:32 +00:00

e8757cebde

Fix handoff workflow context management and improve AG-UI demo (#5136 )

Evan Mattson · 2026-04-08 04:08:24 +00:00

e10d448ae2

Python: [BREAKING] update to v1.0.0 (#5062 )

* updates to final deprecated pieces and versions

* fix mypy

* fix readme links

Eduard van Valkenburg · 2026-04-02 15:26:30 +00:00

3446eb8d5d

Python: [BREAKING] Python: move Azure AI embeddings to Foundry (#5056 )

* renamed AzureAIINferenceEmbeddings and lazy load azure-cosmos and env var rename

* updated coverage

* fix readme

Eduard van Valkenburg · 2026-04-02 11:26:35 +00:00

95fd5ec658

Python: [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces (#4990 )

* [BREAKING] Remove deprecated Python OpenAI/Azure AI surfaces

Also clean up follow-on docs, environment guidance, package metadata, and lab test stability.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix deleted semantic-kernel sample links

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Address PR review feedback

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* improve foundry language

* Fix A2A Foundry sample regression

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-31 20:36:21 +00:00

3a49b1d6dd

Python: Update Python Packages for rc6 (#4979 )

* python package update

* small fix

Giles Odigwe · 2026-03-30 21:12:37 +00:00

0e00e5f8dd

Python: [BREAKING] Reduce core dependencies and simplify optional integrations (#4904 )

* improved dependencies and some fixes

* fix for mypy

* improve mcp

Eduard van Valkenburg · 2026-03-25 18:03:43 +00:00

c012aac5f2

Python: [BREAKING] Python: Provider-leading client design & OpenAI package extraction (#4818 )

* Python: Provider-leading client design & OpenAI package extraction

Major refactoring of the Python Agent Framework client architecture:

- Extract OpenAI clients into new `agent-framework-openai` package
- Core package no longer depends on openai, azure-identity, azure-ai-projects
- Rename clients for discoverability: OpenAIResponsesClient → OpenAIChatClient,
  OpenAIChatClient → OpenAIChatCompletionClient
- Unify `model_id`/`deployment_name`/`model_deployment_name` → `model` param
- New FoundryChatClient for Azure AI Foundry Responses API
- New FoundryAgent/FoundryAgentClient for connecting to pre-configured Foundry agents
- Remove OpenAIBase/OpenAIConfigMixin from non-deprecated client MRO
- Deprecate AzureOpenAI* clients, AzureAIClient, OpenAIAssistantsClient
- Reorganize samples: azure_openai+azure_ai+azure_ai_agent → azure/
- ADR-0020: Provider-Leading Client Design

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix: missing Agent imports in samples, .model_id → .model in foundry_local sample

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix: CI failures — mypy errors, coverage targets, sample imports

- azure-ai mypy: add type ignores for TypedDict total=, model arg, forward ref
- Coverage: replace core.azure/openai targets with openai package target
- project_provider: add type annotation for opts dict

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix: populate openai .pyi stub, fix broken README links, coverage targets

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fixes

* updated observabilitty

* reset azure init.pyi

* fix errors

* updated adr number

* fix foundry local

* fixed not renamed docstrings and comments, and added deprecated markers to old classes

* fix tests and pyprojects

* fix test vars

* updated function tests

* update durable

* updated test setup for functions

* Fix Foundry auth in workflow samples

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Stabilize Python integration workflows

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Update hosting samples for Foundry

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Trigger full CI rerun

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Trigger CI rerun again

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* trigger rerun

* trigger rerun

* fix for litellm

* undo durabletask changes

* Move Foundry APIs into foundry namespace

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix Foundry pyproject formatting

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Split provider samples by Foundry surface

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Restore hosting sample requirements

Also fix the Foundry Local sample link after the provider sample move.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated tests

* udpated foundry integration tests

* removed dist from azurefunctions tests

* Use separate Foundry clients for concurrent agents

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix client setup in azfunc and durable

* disabled two tests

* updated setup for some function and durable tests

* improved azure openai setup with new clients

* ignore deprecated

* fixes

* skip 11

* remove openai assistants int tests

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-25 09:56:29 +00:00

5e056b672e

Python: Bump Python version to 1.0.0rc5 and 1.0.0b260319 for a release. (#4807 )

* Bump Python version to 1.0.0rc5 and 1.0.0b260319 for a release.

* update missed pkg versions

* Update changelog

Evan Mattson · 2026-03-20 10:35:47 +09:00

26cd5cc1bf

Bump pyjwt from 2.11.0 to 2.12.0 in /python (#4699 )

Bumps [pyjwt](https://github.com/jpadilla/pyjwt) from 2.11.0 to 2.12.0.
- [Release notes](https://github.com/jpadilla/pyjwt/releases)
- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/jpadilla/pyjwt/compare/2.11.0...2.12.0)

---
updated-dependencies:
- dependency-name: pyjwt
  dependency-version: 2.12.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2026-03-17 16:06:07 +00:00

1e6f8909ec

Python: chore(python): improve dependency range automation (#4343 )

* chore(python): improve dependency range automation

- tighten dependency bounds and coding standards guidance\n- add dependency range validation workflow, reporting, and issue automation\n- update related tests and dependency pins for compatibility

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated text and pyarrow

* new lock

* fixed workflow

* updated deps

* fix tiktoken

* chore(python): refine dependency validation workflows

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* docs(python): add high-level dependency validation comments

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* WIP

* added additional comments and excludes

* added dev dependency handling and workflow and updates to package ranges

* added readme and simplified commands

* fix markers

* chore(python): address dependency review feedback

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Tighten dependency bounds, remove stale overrides, restore Python 3.10 support

- Apply dependency bound policy across all packages: stable >=1.0 deps use
  >=floor,<next_major; pre-1.0/prerelease deps use validated hard-bounded ranges
- Remove stale root tool.uv.override-dependencies (uvicorn, websockets, grpcio)
- Lower github_copilot requires-python to >=3.10 with github-copilot-sdk gated
  behind python_version >= 3.11 marker; import raises ImportError on 3.10
- Skip github_copilot pyright/mypy/test tasks on Python <3.11
- Use version-conditional pyrightconfig for samples on Python 3.10
- Add compatibility fix in core responses client for older openai typed dicts
- Normalize uv.lock prerelease mode and refresh dev dependencies
- Update CODING_STANDARD.md, DEV_SETUP.md, and package management skill docs

Closes #902

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* small tweaks

* add note in workflow

* fix workflows and several versions

* fix duplicate

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-13 12:32:37 +00:00

50fdcbaf57

Python: Implement annotation-based context compaction (#4469 )

* Implement annotation-based context compaction

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Handle missing compaction attributes in BaseChatClient

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix CI typing and bandit issues

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Optimize incremental compaction annotation pass

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* refinement

* Python: add ToolResultCompactionStrategy and CompactionProvider

Add ToolResultCompactionStrategy that collapses older tool-call groups
into short summary messages (e.g. [Tool calls: get_weather]) while
keeping the most recent groups verbatim. This mirrors the .NET
ToolResultCompactionStrategy from PR #4533.

Add CompactionProvider as a context-provider that auto-applies compaction
before each agent turn and stores compacted history in session state
after each turn.

Includes tests and samples for both features.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* refinement and alignment with dotnet PR

* updated tool result compaction

* updated tool result compaction

* Python: add ToolResultCompactionStrategy, CompactionProvider, and skip_excluded

- ToolResultCompactionStrategy collapses older tool-call groups into
  [Tool results: func_name: result] summaries with bidirectional tracing
  (same pattern as SummarizationStrategy).
- CompactionProvider as BaseContextProvider with separate before_strategy
  and after_strategy parameters. before_strategy compacts loaded context;
  after_strategy compacts stored history via history_source_id.
- InMemoryHistoryProvider gains skip_excluded flag to filter out messages
  marked as excluded by compaction strategies.
- Tests, samples, and exports updated.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fixed checks

* fix mypy

* Fix: ensure summary messages from both strategies get full compaction annotations

SummarizationStrategy was not calling annotate_message_groups after
inserting its summary message, so the summary lacked core group
annotations (id, kind, index, has_reasoning, _excluded). Added the
missing call. ToolResultCompactionStrategy already had it.

Added tests verifying both strategies produce fully annotated summaries.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated propagation

* fix mypy

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-11 19:23:00 +00:00

3e03a305f6

Prepare RC4 release (#4631 )

Dmytro Struk · 2026-03-11 18:53:38 +00:00

53b0753dfb

Python: Fix store=False not overriding client default (#4569 )

* Fix store=False not overriding client default

* Address comments

* Fix unit tests

* Fix integration tests

* Fix tests

Tao Chen · 2026-03-10 18:44:59 +00:00

55fc882ca8

Python: [Breaking] Upgrade to azure-ai-projects 2.0+ (#4536 )

* Prepare azure-ai-projects 2.0 GA compatibility

Add allow_preview support for internal AIProjectClient creation, keep backward compatibility for renamed SDK model classes, and align Azure AI/core paths and tests for GA validation workflows.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* upgrade to ai-project==2.0.0

* Python: remove azure-ai-projects keyword-guard paths

Assume azure-ai-projects 2.0+ in Azure AI client/provider/responses code paths by removing _supports_keyword_argument gating and related fallback branching.

Also fix pyright typing in FoundryMemoryProvider memory store calls by using ResponseInputItemParam-typed items.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* check fixes

* Python: remove unsupported foundry_features option

Drop foundry_features from Azure AI client and provider surfaces because azure-ai-projects 2.0.0 does not expose that create_version parameter.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: add allow_preview to Foundry memory provider

Propagate allow_preview when FoundryMemoryProvider constructs an AIProjectClient and update tests accordingly.

Also finish wiring allow_preview through AzureAIClient-facing surfaces and related docs.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* aligning docstrings

* udpated lock

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-09 10:12:47 +00:00

23d6d91c8f

[BREAKING] Python: Update github-copilot-sdk integration to use ToolInvocation/ToolResult types (#4551 )

* Update github_copilot package for github-copilot-sdk>=0.1.32 (#4549)

- Update requires-python from >=3.10 to >=3.11
- Remove Python 3.10 classifier
- Update mypy python_version to 3.11
- Update dependency to github-copilot-sdk>=0.1.32
- Fix ToolResult API: use snake_case kwargs (text_result_for_llm,
  result_type) instead of camelCase (textResultForLlm, resultType)
- Update test assertions to use attribute access on ToolResult
- Add ToolResult type assertions to tool handler tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix tests to use ToolInvocation dataclass instead of plain dict (#4549)

Update test_github_copilot_agent.py to pass ToolInvocation objects to tool
handlers instead of plain dicts, matching the github-copilot-sdk>=0.1.32 API
where ToolInvocation is a dataclass with an .arguments attribute.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add regression tests for ToolInvocation contract (#4549)

Add tests to lock in the new ToolInvocation-based calling convention:
- test_tool_handler_rejects_raw_dict_invocation: verifies passing a raw
  dict (old calling convention) raises TypeError/AttributeError
- test_tool_handler_with_empty_arguments: verifies ToolInvocation with
  empty arguments works correctly for no-arg tools

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Revert requires-python to >=3.10 to avoid breaking CI (#4549)

The repo CI runs with Python 3.10 (uv sync --all-packages) and all other
packages require >=3.10. Raising this package to >=3.11 would break the
shared install flow. The SDK dependency version constraint (>=0.1.32) will
enforce any Python version requirement from the SDK itself.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix min Python version for github_copilot package to >=3.11

github-copilot-sdk>=0.1.32 requires Python>=3.11, which conflicts
with the package's declared >=3.10 minimum, breaking uv sync.

* Bump py version for GH workflows to 3.11, exclude GHCP sdk from 3.10 items

* Fix uv command

* Fixes

* Update samples

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Evan Mattson · 2026-03-09 09:57:51 +00:00

d5e240b375

Python: Fix Python pyright package scoping and typing remediation (#4426 )

* Fix Python pyright package scoping and typing remediation

Implements issue #4407 by removing the root pyright include, adding package-level pyright includes, and resolving pyright/mypy typing issues across Python packages. Also cleans unnecessary casts and applies line-level, rule-specific ignores where external libraries are too dynamic.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Reduce pyright cost in handoff cloning

Simplify cloned_options construction in HandoffAgentExecutor to avoid expensive TypedDict narrowing/inference in _handoff.py, which was causing pyright to spend a long time in orchestrations.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix types

* Fix lint and type-check regressions

Resolve current Python package check failures across lint, pyright, and mypy after recent code changes, including purview/declarative pyright issues and multiple ruff simplification findings.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fixed hooks

* Stabilize package tests and test tasks

Resolve cross-package non-integration test failures, simplify streaming type flow, harden locale/culture handling, and standardize package test poe tasks to exclude integration tests where applicable.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* lots of small fixes

* Fix current Python test regressions

Address current failing unit tests in azure-ai, bedrock, and azure-cosmos while keeping Bedrock parsing logic inline (no new static helper methods).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* small fixes

* small fixes

* removed pydantic from json

* final updates

* fix core

* fix tests

* fix obser

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-05 15:32:24 +00:00

55ddd841b7

Updated package versions (#4470 )

Dmytro Struk · 2026-03-04 16:49:48 +00:00

965a1ec103

Python: Upgraded azure-ai-projects to 2.0.0b4 (#4438 )

* Upgraded azure-ai-projects to 2.0.0b4

* Fixed tests

Dmytro Struk · 2026-03-04 00:11:41 +00:00

b5edb529b7

Python: Add Azure Cosmos history provider package (#4271 )

* Created cosmos history provider

* add marker

* Python: address Cosmos PR feedback

- address provider/test/sample review feedback and cleanup typing
- add cosmos integration test coverage and skip gating
- add dedicated cosmos emulator jobs to python merge/integration workflows
- switch cosmos workflow execution to package poe integration-tests task

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: handle empty Cosmos session id

- replace default partition fallback for empty session_id
- log warning and generate GUID when session_id is empty
- update unit tests to validate GUID fallback behavior

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix sample

* fix cross partition query

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-03-03 12:29:32 +00:00

c37f74f898

Bump uv from 0.10.5 to 0.10.7 in /python (#4393 )

Bumps [uv](https://github.com/astral-sh/uv) from 0.10.5 to 0.10.7.
- [Release notes](https://github.com/astral-sh/uv/releases)
- [Changelog](https://github.com/astral-sh/uv/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/uv/compare/0.10.5...0.10.7)

---
updated-dependencies:
- dependency-name: uv
  dependency-version: 0.10.7
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-03-02 23:35:26 +00:00

6de5e57b20

Bump poethepoet from 0.42.0 to 0.42.1 in /python (#4392 )

Bumps [poethepoet](https://github.com/nat-n/poethepoet) from 0.42.0 to 0.42.1.
- [Release notes](https://github.com/nat-n/poethepoet/releases)
- [Commits](https://github.com/nat-n/poethepoet/compare/v0.42.0...v0.42.1)

---
updated-dependencies:
- dependency-name: poethepoet
  dependency-version: 0.42.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-03-02 23:35:08 +00:00

aa0148a9be

Bump prek from 0.3.3 to 0.3.4 in /python (#4391 )

Bumps [prek](https://github.com/j178/prek) from 0.3.3 to 0.3.4.
- [Release notes](https://github.com/j178/prek/releases)
- [Changelog](https://github.com/j178/prek/blob/master/CHANGELOG.md)
- [Commits](https://github.com/j178/prek/compare/v0.3.3...v0.3.4)

---
updated-dependencies:
- dependency-name: prek
  dependency-version: 0.3.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-03-02 23:34:13 +00:00

3c66820307

Bump ruff from 0.15.2 to 0.15.4 in /python (#4390 )

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.2 to 0.15.4.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.2...0.15.4)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.4
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-03-02 23:33:38 +00:00

986e60a165

Update Python package versions to rc2 (#4258 )

- Bump core and azure-ai to 1.0.0rc2
- Bump preview packages to 1.0.0b260225
- Update dependencies to >=1.0.0rc2
- Add CHANGELOG entries for changes since rc1
- Update uv.lock

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Dmytro Struk · 2026-02-25 19:37:44 +00:00

7d56a5a4d6

Python: Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference (#4207 )

* Phase 2: Embedding clients for Ollama, Bedrock, and Azure AI Inference

Add embedding client implementations to existing provider packages:

- OllamaEmbeddingClient: Text embeddings via Ollama's embed API
- BedrockEmbeddingClient: Text embeddings via Amazon Titan on Bedrock
- AzureAIInferenceEmbeddingClient: Text and image embeddings via Azure AI
  Inference, supporting Content | str input with separate model IDs for
  text (AZURE_AI_INFERENCE_EMBEDDING_MODEL_ID) and image
  (AZURE_AI_INFERENCE_IMAGE_EMBEDDING_MODEL_ID) endpoints

Additional changes:
- Rename EmbeddingCoT -> EmbeddingT, EmbeddingOptionsCoT -> EmbeddingOptionsT
- Add otel_provider_name passthrough to all embedding clients
- Register integration pytest marker in all packages
- Add lazy-loading namespace exports for Ollama and Bedrock embeddings
- Add image embedding sample using Cohere-embed-v3-english
- Add azure-ai-inference dependency to azure-ai package

Part of #1188

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix mypy duplicate name and ruff lint issues

- Rename second 'vector' variable to 'img_vector' in image embedding loop
- Combine nested with statements in tests
- Remove unused result assignments in tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updates from feedback

* Fix CI failures in embedding usage handling

- Fix Azure AI embedding mypy issues by normalizing vectors to list[float],
  safely accumulating optional usage token fields, and filtering None entries
  before constructing GeneratedEmbeddings
- Avoid Bandit false positive by initializing usage details as an empty dict
- Update OpenAI embedding tests to assert canonical usage keys
  (input_token_count/total_token_count)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-02-25 17:45:08 +00:00

6138487888

[BREAKING] Python: Add InvokeFunctionTool action for declarative workflows (#3716 )

* add(declarative): Declarative workflow InvokeFunctionTool feature

* Cleanup

* Address PR feedback

* Remove InvokeTool kind, consolidate to InvokeFunctionTool

* Fix sample locations

* pin azure-ai-projects to 2.0.0b3 due to breaking changes

Evan Mattson · 2026-02-24 22:54:35 +00:00

40d2fac29c

Bump werkzeug from 3.1.5 to 3.1.6 in /python (#4125 )

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.1.5 to 3.1.6.
- [Release notes](https://github.com/pallets/werkzeug/releases)
- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/werkzeug/compare/3.1.5...3.1.6)

---
updated-dependencies:
- dependency-name: werkzeug
  dependency-version: 3.1.6
  dependency-type: indirect
...

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dependabot[bot] · 2026-02-24 09:56:36 +00:00

c8c2219a87

Bump ruff from 0.15.1 to 0.15.2 in /python (#4182 )

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.1 to 0.15.2.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.1...0.15.2)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-02-24 09:53:18 +00:00

3da3e98264

Bump poethepoet from 0.41.0 to 0.42.0 in /python (#4183 )

Bumps [poethepoet](https://github.com/nat-n/poethepoet) from 0.41.0 to 0.42.0.
- [Release notes](https://github.com/nat-n/poethepoet/releases)
- [Commits](https://github.com/nat-n/poethepoet/compare/v0.41.0...v0.42.0)

---
updated-dependencies:
- dependency-name: poethepoet
  dependency-version: 0.42.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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dependabot[bot] · 2026-02-24 09:52:14 +00:00

acff8f38dd

Bump flask from 3.1.2 to 3.1.3 in /python (#4126 )

Bumps [flask](https://github.com/pallets/flask) from 3.1.2 to 3.1.3.
- [Release notes](https://github.com/pallets/flask/releases)
- [Changelog](https://github.com/pallets/flask/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/flask/compare/3.1.2...3.1.3)

---
updated-dependencies:
- dependency-name: flask
  dependency-version: 3.1.3
  dependency-type: indirect
...

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dependabot[bot] · 2026-02-20 19:32:25 +00:00

44aec2009f

Python: Updated package versions for RC release (#4068 )

* Updated package versions for RC release

* Update python/packages/redis/pyproject.toml

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Small fix

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Dmytro Struk · 2026-02-19 16:11:48 +00:00

4c8f595019

Bump ruff from 0.15.0 to 0.15.1 in /python (#3963 )

Bumps [ruff](https://github.com/astral-sh/ruff) from 0.15.0 to 0.15.1.
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.0...0.15.1)

---
updated-dependencies:
- dependency-name: ruff
  dependency-version: 0.15.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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dependabot[bot] · 2026-02-19 08:13:43 +00:00

ff9449180b

Python: Fixed SK migration samples (#4046 )

* Fixed sk migration provider samples

* Fixes to SK migration samples

Dmytro Struk · 2026-02-18 20:20:21 +00:00

c23bc1371c

Python: Fix Eval samples (#4033 )

* fix red team sample

* Updated self-reflection

* fix for workflow eval sample

* fix test

Eduard van Valkenburg · 2026-02-18 19:50:33 +00:00

aab80d9ed9

Python: Add missing system instruction attr to invoke_agent span (#4012 )

* Add missing sysmte instruction attr to invoke_agent span

* Temp remove azure search gate

* fix pipeline error

Tao Chen · 2026-02-17 20:49:12 +00:00

9a369c69c0

Python: Fix tool normalization and provider sample consolidation (#3953 )

* Fix tool normalization and provider samples

- restore callable/single-tool normalization paths and unset tool-choice behavior\n- consolidate and expand chat/provider samples (OpenAI/Azure/Anthropic/Ollama/Bedrock)\n- migrate Bedrock lazy import surface to agent_framework.amazon and move provider samples

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* small fix in sample

* Finalize provider, samples, and core cleanup

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Fix CopilotTool passthrough in agent

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix link

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Eduard van Valkenburg · 2026-02-16 16:30:38 +00:00

aab621f5eb

update package versions (#3902 )

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Giles Odigwe · 2026-02-13 00:00:57 +00:00

65e77e52af

Python: [BREAKING] PR2 — Wire context provider pipeline, remove old types, update all consumers (#3850 )

* PR2: Wire context provider pipeline and update all internal consumers

- Replace AgentThread with AgentSession across all packages
- Replace ContextProvider with BaseContextProvider across all packages
- Replace context_provider param with context_providers (Sequence)
- Replace thread= with session= in run() signatures
- Replace get_new_thread() with create_session()
- Add get_session(service_session_id) to agent interface
- DurableAgentThread -> DurableAgentSession
- Remove _notify_thread_of_new_messages from WorkflowAgent
- Wire before_run/after_run context provider pipeline in RawAgent
- Auto-inject InMemoryHistoryProvider when no providers configured

* fix: update all tests for context provider pipeline, fix lazy-loaders, remove old test files

* refactor: update all sample files for context provider pipeline (AgentThread→AgentSession, ContextProvider→BaseContextProvider)

* fix: update remaining ag-ui references (client docstring, getting_started sample)

* fix: make get_session service_session_id keyword-only to avoid confusion with session_id

* refactor: rename _RunContext.thread_messages to session_messages

* refactor: remove _threads.py, _memory.py, and old provider files; migrate devui to use plain message lists

* rename: remove _new_ prefix from test files

* refactor: rewrite SlidingWindowChatMessageStore as SlidingWindowHistoryProvider(InMemoryHistoryProvider)

* fix: read full history from session state directly instead of reaching into provider internals

* fix: update stale .pyi stubs, sample imports, and README references for new provider types

* fix: remove stale message_store, _notify_thread_of_new_messages, and session_id.key references in samples

* refactor: merge context_providers and sessions sample folders into sessions, remove aggregate_context_provider

* refactor: UserInfoMemory stores state in session.state instead of instance attributes

* feat: add Pydantic BaseModel support to session state serialization

Pydantic models stored in session.state are now automatically serialized
via model_dump() and restored via model_validate() during to_dict()/from_dict()
round-trips. Models are auto-registered on first serialization; use
register_state_type() for cold-start deserialization.

Also export register_state_type as a public API.

* fix mem0

* Update sample README links and descriptions for session terminology

- Replace 'thread' with 'session' in sample descriptions across all READMEs
- Update file links for renamed samples (mem0_sessions, redis_sessions, etc.)
- Fix Threads section → Sessions section in main samples/README.md
- Update tools, middleware, workflows, durabletask, azure_functions READMEs
- Update architecture diagrams in concepts/tools/README.md
- Update migration guides (autogen, semantic-kernel)

* Fix broken Redis README link to renamed sample

* Fix Mem0 OSS client search: pass scoping params as direct kwargs

AsyncMemory (OSS) expects user_id/agent_id/run_id as direct kwargs,
while AsyncMemoryClient (Platform) expects them in a filters dict.
Adds tests for both client types.

Port of fix from #3844 to new Mem0ContextProvider.

* Fix rebase issues: restore missing _conversation_state.py and checkpoint decode logic

- Add back _conversation_state.py (encode/decode_chat_messages) lost in rebase
- Fix on_checkpoint_restore to decode cache/conversation with decode_chat_messages
- Fix on_checkpoint_restore to use decode_checkpoint_value for pending requests
- Add tests/workflow/__init__.py for relative import support
- Fix test_agent_executor checkpoint selection (checkpoints[1] not superstep)

* Add STORES_BY_DEFAULT ClassVar to skip redundant InMemoryHistoryProvider injection

Chat clients that store history server-side by default (OpenAI Responses API,
Azure AI Agent) now declare STORES_BY_DEFAULT = True. The agent checks this
during auto-injection and skips InMemoryHistoryProvider unless the user
explicitly sets store=False.

* Fix broken markdown links in azure_ai and redis READMEs

* Fix getting-started samples to use session API instead of removed thread/ContextProvider API

* updates to workflow as agent

* fix group chat import

* Rename Thread→Session throughout, fix service_session_id propagation, remove stale AGUIThread

- Fix: Propagate conversation_id from ChatResponse back to session.service_session_id
  in both streaming and non-streaming paths in _agents.py
- Rename AgentThreadException → AgentSessionException
- Remove stale AGUIThread from ag_ui lazy-loader
- Rename use_service_thread → use_service_session in ag-ui package
- Rename test functions from *_thread_* to *_session_*
- Rename sample files from *_thread* to *_session*
- Update docstrings and comments: thread → session
- Update _mcp.py kwargs filter: add 'session' alongside 'thread'
- Fix ContinuationToken docstring example: thread=thread → session=session
- Fix _clients.py docstring: 'Agent threads' → 'Agent sessions'

* Fix broken markdown links after thread→session file renames

* fix azure ai test

Eduard van Valkenburg · 2026-02-12 21:00:32 +00:00

1e350ea22f

Python: Centralize tool result parsing in FunctionTool.invoke() (#3854 )

* Centralize tool result parsing in FunctionTool.invoke()

- Add parse_result static method to FunctionTool that converts raw
  function return values to strings at invocation time
- Add result_parser parameter to FunctionTool and @tool decorator
  for custom parsing
- Remove prepare_function_call_results from all 9 consumer files
  and from the public API
- Update MCPTool to parse MCP types directly to strings via
  _parse_tool_result_from_mcp and _parse_prompt_result_from_mcp
- Change MCPTool parse_tool_results/parse_prompt_results type from
  Literal[True] | Callable | None to Callable | None
- Remove ReturnT type parameter from FunctionTool (now single
  generic ArgsT since invoke() always returns str)
- Update all subclass signatures and docstrings

Fixes #1147

* Fix test_mcp_tool_call_tool_with_meta_integration for string results

The test was still accessing result[0].additional_properties but
invoke() now returns a string, not a list of Content objects.

* Fix SIM108 lint: use binary operator for output assignment

* Fix bedrock: use FunctionTool.parse_result instead of str() fallback

str(result) turns None into literal 'None' and dicts into Python reprs
with single quotes, breaking JSON parsing. Use the shared parse_result
which handles None as '' and serializes via json.dumps.

* updated lock

* updates from feedback

Eduard van Valkenburg · 2026-02-12 13:49:42 +00:00

8ed50009c6

Python: Replace Pydantic Settings with TypedDict + load_settings() (#3843 )

* Replace Pydantic Settings with TypedDict + load_settings()

- Remove pydantic-settings dependency, add python-dotenv
- Delete _pydantic.py (AFBaseSettings, HTTPsUrl)
- Add _settings.py with generic load_settings() function, SecretString,
  type coercion, and Required field validation (SettingNotFoundError)
- Convert all 13 settings classes from AFBaseSettings subclasses to
  TypedDict definitions with load_settings() calls
- Update all consumers from attribute access to dict access
- Add 20 unit tests for load_settings() covering basic loading, dotenv,
  SecretString, type coercion, and required field validation
- Update all existing tests for new settings patterns

* Fix mypy type errors from settings conversion

- Fix str | None attribute access in responses_client (walrus operator)
- Fix SecretString | None narrowing in bedrock (type: ignore after guard)
- Convert _context_provider.py attribute access to dict access (missed file)
- Fix endpoint type narrowing in search_provider and context_provider
- Fix purview: str | None .rstrip(), int | None defaults, urlparse bytes

* Address PR review: required_fields param, type validation, fixes

- Move required field validation from TypedDict annotations (Required)
  to a required_fields parameter on load_settings(), enabling runtime
  decisions about which fields are required
- Remove Required imports and restore from __future__ import annotations
  in ollama and foundry_local
- Add _check_override_type() for deterministic ServiceInitializationError
  on invalid override types (e.g. dict passed for str field)
- Fix all multi-exception test catches back to single exception type
- Fix Ollama host=None: use .get() so None is passed through to SDK default
- Fix Purview processor: use explicit is-None checks instead of or operator
- Remove unused BaseModel import from openai/_shared.py
- Add 4 new tests (24 total): required_fields param, type validation

* Fix type validation: allow int for float fields

_check_override_type now permits int values for float-typed fields,
matching Python's standard numeric promotion behavior.

* fix: wrap urlparse arg with str() to fix mypy bytes endswith error

Eduard van Valkenburg · 2026-02-12 08:51:20 +00:00

8457533c69

[BREAKING] Python: Checkpoint refactor: encode/decode, checkpoint format, etc (#3744 )

* WIP: Checkpoint refactor: encode/decode, checkpoint format, etc

* WIP: Remove workflow ID in checkpoints

* Refactor checkpointing

* Add get_latest tests

* Increase test coverage

* Fix formatting

* Fix unit tests

* Fix samples

* fix unit tests

* fix pipeline

* Copilot comments

* Fix tests

* Fix more tests

* Address comments part 1

* Address comments part 2

* Comments

Tao Chen · 2026-02-11 20:57:15 +00:00

7db6c4ab4e

Bump cryptography from 46.0.4 to 46.0.5 in /python (#3839 )

Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.4 to 46.0.5.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/46.0.4...46.0.5)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-version: 46.0.5
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

dependabot[bot] · 2026-02-11 17:39:51 +00:00

ecabb5f592

214 Commits